Basic Statistics

Raw Counts

Name Value
Rows 51,447,566
Columns 19
Discrete columns 17
Continuous columns 2
All missing columns 0
Missing observations 110,041,124
Complete Rows 1,629,749
Total observations 977,503,754
Memory allocation 7.3 Gb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 4 columns ignored with more than 50 categories.
## res_state: 55 categories
## state_fips_code: 55 categories
## res_county: 1109 categories
## county_fips_code: 1659 categories

QQ Plot

## Warning: Removed 1180 rows containing non-finite values (stat_qq).
## Warning: Removed 1180 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 2 features with more than 100 categories ignored!
## res_county: 638 categories
## county_fips_code: 912 categories
## Warning in cor(x = structure(list(case_positive_specimen_interval = c(0, : the standard deviation is zero

Principal Component Analysis

## 2 features with more than 100 categories ignored!
## res_county: 638 categories
## county_fips_code: 912 categories
## Warning in plot_prcomp(data = structure(list(case_month = c("2021-10", "2021-10", : The following features are dropped due to zero variance:
##  * symptom_status_Symptomatic